Organizational culture, authentic leadership and quality improvement in Canadian healthcare facilities
Bibliographic record
Abstract
OBJECTIVE: To investigate relationships among flexible and hierarchical organizational cultures, quality improvement domains, and authentic leadership competencies in Canadian healthcare facilities. METHOD: Observational cross-sectional study conducted in Alberta, Canada. Nurse managers (n=226) completed a survey including validated measures of organizational culture, quality improvement and authentic leadership. Data were analyzed using descriptive statistics, Spearman's correlation coefficient and Chi-squared test (p<0.05). RESULTS: Quality improvement through accreditation is related to organizational culture and authentic leadership. We saw a propensity for participants who reported working in a more flexible culture also reported greater quality improvement implementation and authentic leadership practices. CONCLUSION: This study assessed and reported the relationships between flexible organizational cultures, quality improvement through the accreditation process, and authentic leadership practices of healthcare managers. Flexible organizational cultures influence the adoption of authentic leadership, participatory management model and also improves quality.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".